neqsim-professional-reporting SKILL.md skillA

neqsim-professional-reporting from equinor/neqsim is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add equinor/neqsim/neqsim-professional-reporting@v1.0.0

Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
equinor/neqsim
Path
.github/skills/neqsim-professional-reporting/SKILL.md
Versions recorded
21
Latest version
v1.0.0, committed Oct 30, 2026
First version recorded
May 10, 2026
Size
40,270 bytes
Repository stars
167
License
Apache-2.0

Engineering deliverable quality - the nine analytical-depth moves, results.json schema, figure-discussion-results traceability, evidence matrices, assumptions/gaps registers, citations, KaTeX, units, executive-summary structure, AACE class. USE WHEN: producing a task report, a PEPR/M1/root-cause report, a notebook deliverable, or finalizing any engineering output that must read like a senior engineer's work.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# NeqSim Professional Reporting Skill

What separates "an answer" from a **professional deliverable**: traceability,
unit hygiene, citation discipline, structured `results.json`, and a report
narrative that matches the way senior engineers communicate.

## When to Use

- Finalizing any task report under `task_solve/`
- Building Jupyter notebook deliverables (study-grade, not exploratory)
- Producing FEED-quality memos, technical notes, or design basis documents
- Any output that will be read by a reviewer, client, or auditor

## Principle 0 — Analytical depth (what makes a report worth reading)

Principles 1–10 are **hygiene**: they stop a report being wrong or unreadable.
They do not make it *useful*. A hygienic report that restates the originating
memo, lists contributors without ranking them, and ends in "further study is
recommended" passes every checklist below and tells the reader nothing they did
not already know.

The depth of a report is set in the **study**, not in the write-up. Plan for
these moves while the analysis is still running — most of them cannot be added
afterwards.

### The nine depth moves
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add equinor/neqsim/neqsim-professional-reporting@sha256:c78b81509046db60

The line at the top of this page pins the label v1.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_jfxudlvzomusbflp.svg)](https://markdownregistry.com/a/art_jfxudlvzomusbflp)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 21 versions of this file, between May 10, 2026 and Oct 30, 2026, about one every 9 days.

versioncommittedcommitsizeaudit
v1.0.0 latest2026-10-30 d18b76f 40,270 BA view · diff
v1.0.02026-10-29 a78f876 40,046 BA view · diff
v1.0.02026-10-21 cff622e 39,513 BA view · diff
v1.0.02026-10-20 a7f9ab9 38,590 BA view · diff
v1.0.02026-10-16 d652b1d 37,094 BA view · diff
v1.0.02026-10-08 133bc17 37,066 BA view · diff
v1.0.02026-10-08 4908b61 35,689 BA view · diff
v1.0.02026-10-07 e24ee80 35,374 BA view · diff
v1.0.02026-10-06 3ce378b 33,886 BA view · diff
v1.0.02026-09-26 08d0028 32,715 BA view · diff
v1.0.02026-09-26 b8efbe7 33,040 BA view · diff
v1.0.02026-09-24 8598871 32,059 BA view · diff
v1.0.02026-09-23 6bac646 32,052 BA view · diff
v1.0.02026-09-16 70da845 31,164 BA view · diff
v1.0.02026-09-13 e9acdef 27,858 BA view · diff
v1.0.02026-09-12 08e460b 26,173 BA view · diff
v1.0.02026-08-26 ff3922c 25,298 BA view · diff
v1.0.02026-08-09 56745ee 17,178 BA view · diff
v1.0.02026-07-09 4a016a7 14,207 BA view · diff
v1.0.02026-06-24 a51454c 12,558 BA view · diff
v1.0.02026-05-10 f20567c 11,129 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (40270 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

equinor/neqsim · 167 stars · license Apache-2.0 · pushed 2026-11-08 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_jfxudlvzomusbflp
GET https://markdownregistry.com/api/v1/resolve?ref=equinor/neqsim/neqsim-professional-reporting
GET https://markdownregistry.com/api/v1/blob/c78b81509046db60aad963accf36d86e1b6b23228a0be9d14fbb44723f388e42

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from equinor/neqsim

.cursorrules Cursor rule
equinor/neqsim · .cursorrules
git:20260418.119a3f4 · audit A · 167 stars
analyze-convergence SKILL.md skill
equinor/neqsim · .github/skills/analyze-convergence/SKILL.md · Interpret flash algorithm convergence metrics, identify patterns, and produce
git:20260919.77c34a0 · audit A · 167 stars
analyze-gibbs-convergence SKILL.md skill
equinor/neqsim · .github/skills/analyze-gibbs-convergence/SKILL.md · Interpret Gibbs energy minimization convergence metrics, analyze Jacobian
git:20260919.77c34a0 · audit A · 167 stars
book-creation SKILL.md skill
equinor/neqsim · .github/skills/book-creation/SKILL.md · PaperLab skill for book creation workflows in scientific writing and book production.
git:20260919.77c34a0 · audit B · 167 stars
design-flash-benchmark SKILL.md skill
equinor/neqsim · .github/skills/design-flash-benchmark/SKILL.md · Create a structured test matrix for comparing flash algorithm performance
git:20260919.77c34a0 · audit A · 167 stars
design-reactor-benchmark SKILL.md skill
equinor/neqsim · .github/skills/design-reactor-benchmark/SKILL.md · Create a structured test matrix for evaluating Gibbs energy minimization
git:20260919.77c34a0 · audit A · 167 stars
figure-discussion SKILL.md skill
equinor/neqsim · .github/skills/figure-discussion/SKILL.md · PaperLab skill for figure discussion workflows in scientific writing and book production.
git:20260919.77c34a0 · audit A · 167 stars
generate-publication-figures SKILL.md skill
equinor/neqsim · .github/skills/generate-publication-figures/SKILL.md · Create matplotlib figures that meet journal submission standards: correct fonts,
git:20260919.77c34a0 · audit A · 167 stars
journal-formatting SKILL.md skill
equinor/neqsim · .github/skills/journal-formatting/SKILL.md · Apply journal-specific formatting rules to transform a manuscript from Markdown
git:20260919.77c34a0 · audit A · 167 stars
neqsim-acid-gas-treating SKILL.md skill
equinor/neqsim · .github/skills/neqsim-acid-gas-treating/SKILL.md · Guides NeqSim agents through acid-gas and contaminant removal with SimpleAmineAbsorber, SimpleAmineRegenerator…
git:20261004.fc23e28 · audit A · 167 stars
neqsim-advanced-control-mpc-and-virtual-sensing SKILL.md skill
equinor/neqsim · .github/skills/neqsim-advanced-control-mpc-and-virtual-sensing/SKILL.md · Guides agents through ProcessLinkedMPC, ProcessLinearizer, ModelPredictiveController, VirtualFlowMeter, SoftSensor, and…
git:20261004.fc23e28 · audit A · 167 stars
neqsim-agent-handoff SKILL.md skill
equinor/neqsim · .github/skills/neqsim-agent-handoff/SKILL.md · Agent-to-agent communication schema for NeqSim. USE WHEN: composing multi-agent pipelines where one agent's output…
git:20260926.08d0028 · audit A · 167 stars

Every file in equinor/neqsim

Browse by kind, by grade A, or by owner.